not available in Dockerfile, but available in running container


I am trying to build the YOLOv4 Custom BBox Parser library (more info here) in a multistage docker container.

However, I am unable to access nvidia libraries provided by runtime: nvidia during the docker image build.

My Dockerfile is as follows:

FROM as libnvds_infercustomparser_builder

# Install Custom BBox Parser
# # Install Git LFS
WORKDIR /workspace
RUN curl -s | bash
RUN apt-get install git-lfs
RUN git lfs install

# Install Custom BBox Parser
WORKDIR /opt/nvidia/deepstream/deepstream/sources/
RUN git clone -b release/tao3.0_ds6.2ga
WORKDIR /opt/nvidia/deepstream/deepstream/sources/deepstream_tao_apps
RUN make

My docker-compose file is as follows:

    runtime: nvidia
    container_name: dev
      context: .
      - /bin/sh

During RUN make, I get the following output:

Building dev
[+] Building 2.6s (13/14)                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
 => [internal] load .dockerignore                                                                                                                                                                                                                                                                                                                                                                                                                                                        0.0s
 => => transferring context: 2B                                                                                                                                                                                                                                                                                                                                                                                                                                                          0.0s
 => [internal] load build definition from Dockerfile                                                                                                                                                                                                                                                                                                                                                                                                                                     0.0s
 => => transferring dockerfile: 3.81kB                                                                                                                                                                                                                                                                                                                                                                                                                                                   0.0s
 => [internal] load metadata for                                                                                                                                                                                                                                                                                                                                                                                                                2.0s
 => [auth] nvidia/deepstream-l4t:pull,push token for                                                                                                                                                                                                                                                                                                                                                                                                                             0.0s
 => [ 1/10] FROM                                                                                                                                                                                                                                                                                                                                                        0.0s
 => CACHED [ 2/10] WORKDIR /workspace                                                                                                                                                                                                                                                                                                                                                                                                                                                    0.0s
 => CACHED [ 3/10] RUN curl -s | bash                                                                                                                                                                                                                                                                                                                                                                          0.0s
 => CACHED [ 4/10] RUN apt-get install git-lfs                                                                                                                                                                                                                                                                                                                                                                                                                                           0.0s
 => CACHED [ 5/10] RUN git lfs install                                                                                                                                                                                                                                                                                                                                                                                                                                                   0.0s
 => CACHED [ 6/10] WORKDIR /opt/nvidia/deepstream/deepstream/sources/                                                                                                                                                                                                                                                                                                                                                                                                                    0.0s
 => CACHED [ 7/10] RUN git clone -b release/tao3.0_ds6.2ga                                                                                                                                                                                                                                                                                                                                                                          0.0s
 => CACHED [ 8/10] WORKDIR /opt/nvidia/deepstream/deepstream/sources/deepstream_tao_apps                                                                                                                                                                                                                                                                                                                                                                                                 0.0s
 => ERROR [ 9/10] RUN make -C post_processor                                                                                                                                                                                                                                                                                                                                                                                                                                             0.6s
 > [ 9/10] RUN make -C post_processor:                                                                                                                                                                                                                                                                                                                                                                                                                                                        
#0 0.418 make: Entering directory '/opt/nvidia/deepstream/deepstream-6.2/sources/deepstream_tao_apps/post_processor'                                                                                                                                                                                                                                                                                                                                                                          
#0 0.427 deepstream-app: error while loading shared libraries: cannot open shared object file: No such file or directory                                                                                                                                                                                                                                                                                                                                                
#0 0.428 g++ -o nvdsinfer_custombboxparser_tao.cpp -I/opt/nvidia/deepstream/deepstream-/sources/includes -I/usr/local/cuda-11.4/include -Wall -std=c++11 -shared -fPIC -Wl,--start-group -lnvinfer -lnvparsers -L/usr/local/cuda-11.4/lib64 -lcudart -lcublas -Wl,--end-group                                                                                                                                                                                
#0 0.480 nvdsinfer_custombboxparser_tao.cpp:25:10: fatal error: nvdsinfer_custom_impl.h: No such file or directory                                                                                                                                                                                                                                                                                                                                                                            
#0 0.480    25 | #include "nvdsinfer_custom_impl.h"
#0 0.480       |          ^~~~~~~~~~~~~~~~~~~~~~~~~
#0 0.480 compilation terminated.
#0 0.504 make: Leaving directory '/opt/nvidia/deepstream/deepstream-6.2/sources/deepstream_tao_apps/post_processor'
#0 0.504 make: *** [Makefile:49:] Error 1
  41 |     WORKDIR /opt/nvidia/deepstream/deepstream/sources/deepstream_tao_apps
  42 |     ENV CUDA_VER=11.4
  43 | >>> RUN make -C post_processor
  44 |     RUN ls /usr/lib/aarch64-linux-gnu/tegra
  45 |     
ERROR: failed to solve: process "/bin/sh -c make -C post_processor" did not complete successfully: exit code: 2
ERROR: Service 'dev' failed to build : Build failed

During my exploration, I found that the directory /usr/lib/aarch64-linux-gnu/tegra/ does not exist during image build.

Should I omit the make command, and run it in the started container, the command succeeds as it has access to the nvidia runtime. I don’t particularly want to have to do this as I want the resulting library file to be provided to the next stage of the docker container using a COPY --from= libnvds_infercustomparser_builder ... command.

How do I run the make command that depends on the nvidia runtime in the image build stage?

I appreciate any suggestion on how to overcome this problem.

Thanks in advance,

Bumping topic